cliffnotesThe cliffnotes library allows you to get a quick overview of you an R dataframe. It gives feedback on basic summary statics as well as the top values for categorical features.
library(cliffnotes)
library(nycflights13)
cliffnotes(nycflights13::flights, width = '100%', height = 400)
Hopefully you find this useful.
sessionInfo()
## R version 3.3.1 (2016-06-21)
## Platform: x86_64-apple-darwin13.4.0 (64-bit)
## Running under: OS X 10.11.6 (El Capitan)
##
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
##
## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
##
## other attached packages:
## [1] nycflights13_0.2.0 cliffnotes_0.1-1
##
## loaded via a namespace (and not attached):
## [1] htmlwidgets_0.7 magrittr_1.5 formatR_1.4
## [4] tools_3.3.1 htmltools_0.3.5 yaml_2.1.13
## [7] Rcpp_0.12.7 lubridate_1.5.6 stringi_1.1.2
## [10] rmarkdown_0.9.6.14 knitr_1.13 jsonlite_1.1
## [13] stringr_1.0.0 digest_0.6.10 evaluate_0.9